Investigation Overview
Have you ever been stuck in an airport because your flight was delayed and wondered if you could have predicted it if you'd had more data? This is our chance to find out!
1. Distribution of flights
2. Seasonal peaks are the main reason for delays
2a. Seasonal Analysis: Trend and Time series using statmodels
2b. Seasonal Analysis: Monthly Distribution
2c. Seasonal Analysis: Weekday Distribution
2d Seasonal Analysis: Time of day Distribution
3. Carrier and Airport Analysis
3.1 Busiest Departure Airports
3.2 Busiest Departure Airports - How many flights are delayed ?
3.3 Busiest Carriers
3.4 Busiest Carriers - How many flights are delayed ?
3.5 Average delay by Carrier and the Departure Airport
4. What are the reasons for higher than average delays in the problem quadrant ?
4.1 Reasons for delays
4.2 Repetitive short-haul flights
4.3 Average flight distance by carrier
Summary